提高COPD诊断的机器学习:对分类算法进行比较分析

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Updated: Jun 3, 2025

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Walaa H Elashmawi1,2, Adel Djellal3, Alaa Sheta4

  • 1Department of Computer Science, Suez Canal University, Ismailia 41522, Egypt.

Diagnostics (Basel, Switzerland)
|January 8, 2025
PubMed
概括

机器学习模型准确地诊断出慢性阻塞性肺病 (COPD),这是美国的一个主要健康问题. 随机森林分类器实现了最高的准确性,显示COPD早期检测的希望.

关键词:
人工神经网络 (ANN) 是一个人工神经网络.慢性阻塞性肺病 (COPD) 是一种慢性阻塞性肺病.机器学习 (ML) 是指机器学习.随机森林分类器 (RFC) 是一个随机森林分类器.

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